Tech Week 2022 - ML Hackathon

Part 1: Data Preprocessing and Exploration

Part 2: Training and Optimizing Neural Network

Note: Do not run the following cell everytime (it takes around 30 min to train all combinations). A csv file (hyper_parameter_tuning_results.csv) is saved in the outputs directory.

Classification report

Building final model

We can see that our model stopped training when val_accuracy and val_loss started to plateau.

Getting results for test.csv